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J. Amutha

ORCID: 0000-0001-8986-5286
Observed ORCID: 0000-0001-8986-5286
OpenAlex ID: A5082542668
WSN Strategies Based on Sensors, Deployment, Sensing Models, Coverage and Energy Efficiency: Review, Approaches and Open Issues
2019 · J. Amutha, Sandeep Sharma, et al. · Wireless Personal Communications · 230
Strategies based on various aspects of clustering in wireless sensor networks using classical, optimization and machine learning techniques: Review, taxonomy, research findings, challenges and future directions
2021 · J. Amutha, Sandeep Sharma, et al. · Computer Science Review · 153
An energy efficient cluster based hybrid optimization algorithm with static sink and mobile sink node for Wireless Sensor Networks
2022 · J. Amutha, Sandeep Sharma, et al. · Expert Systems with Applications · 89
AutoML-ID: automated machine learning model for intrusion detection using wireless sensor network
2022 · Abhilash Singh, J. Amutha, et al. · Scientific Reports · 70
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LT-FS-ID: Log-Transformed Feature Learning and Feature-Scaling-Based Machine Learning Algorithms to Predict the k-Barriers for Intrusion Detection Using Wireless Sensor Network
2022 · Abhilash Singh, J. Amutha, et al. · Sensors · 48
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A deep learning approach to predict the number of k -barriers for intrusion detection over a circular region using wireless sensor networks
2022 · Abhilash Singh, J. Amutha, et al. · Expert Systems with Applications · 47
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A Distributed Border Surveillance (DBS) System for Rectangular and Circular Region of Interest with Wireless Sensor Networks in Shadowed Environments
2020 · J. Amutha, Jaiprakash Nagar, et al. · Wireless Personal Communications · 26
P2 CA-GAM-ID: Coupling of probabilistic principal components analysis with generalised additive model to predict the k− barriers for intrusion detection
2023 · Abhilash Singh, Jaiprakash Nagar, et al. · Engineering Applications of Artificial Intelligence · 14
Hybrid based Optimization with Unequal Clustering and Mobile Sink for Wireless Sensor Networks
2022 · J. Amutha, Sandeep Sharma, et al. · International Conference on Intelligent Computing and Control Systems (ICICCS) · 6
Reliability of clustering algorithm in wireless sensor networks using supervised machine learning classification approaches
2024 · J. Amutha, Sandeep Sharma, et al. · AIP conference proceedings · 2
sGprAle: Self-Supervised Gaussian Process Regression for Average Localisation Error Estimation in Wireless Networks
2026 · Abhilash Singh, Jaiprakash Nagar, et al. · IEEE Transactions on Emerging Topics in Computing
Simulation of Wormhole Attack in Wireless Sensor Networks using AOMDV Protocol
2018 · J. Amutha, Rumaisa Azhar, et al. · International Journal of Computer Applications
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Works count: 12
Citation count: 685
H-index: 8
I10-index: 8
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